1474 search results - page 84 / 295 » Using Machine Learning to Focus Iterative Optimization |
109
Voted
ICPR
2010
IEEE
15 years 5 months ago
2010
IEEE
Appropriate feature selection is a very crucial issue in any machine learning framework, specially in Maximum Entropy (ME). In this paper, the selection of appropriate features for...
162
Voted
ML
1998
ACM
15 years 2 months ago
1998
ACM
To operate successfully in indoor environments, mobile robots must be able to localize themselves. Most current localization algorithms lack flexibility, autonomy, and often optim...
107
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CVPR
2010
IEEE
15 years 11 months ago
2010
IEEE
Recent studies have shown that machine learning can improve the accuracy of detecting object boundaries in images. In the standard approach, a boundary detector is trained by mini...
128
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
This paper addresses feature selection techniques for classification of high dimensional data, such as those produced by microarray experiments. Some prior knowledge may be availa...
126
Voted
COLT
2000
Springer
15 years 6 months ago
2000
Springer
In this paper we examine master regression algorithms that leverage base regressors by iteratively calling them on modified samples. The most successful leveraging algorithm for c...